[PDF] Top 20 Machine learning and energy efficient cognitive radio
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Machine learning and energy efficient cognitive radio
... four machine learning algorithms are utilized for analysing spectrum ...the machine learning algorithms has shown that SVM performs the best among all supervised and unsupervised ...the ... See full document
218
Energy Efficient Fuzzy Based Clustering For Cognitive Radio Wireless Sensor Networks
... Allocation. Cognitive Radio (CR) [15] is an intelligent radio that can be programmed and configured dynamically to solve spectrum scarcity problem recently encountered in wireless networks due to ... See full document
9
Survey On Energy Efficient Low Power Spectrum Sensing Techniques In Cognitive Radio
... no efficient method has been modeled yet, to the best of our known information, to recognize the cooperative sensing of Secondary Users with different ...for Cognitive Radio spectrum sensing systems ... See full document
8
A Comprehensive Review on Spectrum Management, Security and Energy Efficient Cognitive Radio Networks
... complete Radio spectrum sharing approach with few techniques performance along with its merits and ...in Cognitive heterogeneous cellular network and takes advantage of spectrum opportunities in ... See full document
20
Implementation of Energy-Efficient Resource Allocation for OFDM-Based Cognitive Radio Networks
... Resource Allocation (RA) is one of the most important problems in OFDM-based wireless networks. An optimized RA scheme can maximize the throughput of an OFDM system, minimize the transmission power, or support more users ... See full document
6
Cognitive radio for enhancing and efficient spectrum sensing based trust management
... primary/licensed radio network and the secondary radio network consists of a large number of cognitive sensors, detecting primary transmissions ...signal energy from primary transmitter to ... See full document
8
Energy efficiency of compressed spectrum sensing in wideband cognitive radio networks
... In cognitive radio networks, wideband spectrum sensing (WSS) has been advocated as an effective approach to increase the spectrum access opportunity of the secondary ...(ADC), energy saving has been ... See full document
11
Towards Energy Efficient Cooperative Spectrum Sensing in Cognitive Radio Networks
... the energy efficiency of ...combines energy saving and throughput ...the energy ef- ficiency while satisfying constraints on detection accuracy and maximum avail- able ... See full document
310
Energy efficient cooperative spectrum sensing schemes for cognitive radio networks
... and energy-efficient CSS algorithms for CR net- ...better energy-efficiency performance with its sensing per- formance close to the first one and the CSS ... See full document
13
Energy Efficient Routing By Choosing Alternate Path Selection in Cognitive Radio Networks
... Cognitive Radio (CR) is one of the new long-term developments taking place and radio receiver and radio communications ...Defined Radio (SDR), which is slowly becoming more of a ... See full document
7
Cognitive Radio: State of Research Domain in Next Generation Wireless Networks A Critical Analysis
... for Cognitive Radio Network so ...for efficient transmission is ...traditional radio networks ...of energy consumption is that computation at a node consumes less energy than ... See full document
9
Energy Efficient Non Cooperative Methods for Resource Allocation in Cognitive Radio Networks
... In addition to the SINR, the energy efficiency of the three considered methods is an another important key feature that we need to investigate. If the SINR per- formance are quite the same for the proposed game ... See full document
7
Energy efficient channel selection framework for cognitive radio wireless sensor networks
... of energy efficiency, throughput, and channel availability among other approaches in relation to sensing and transmission ...in radio environment better than DCA and ...intelligent learning ... See full document
7
Energy-Efficient Management In Cognitive Radio Sensor Networks With Quality-Based Activation
... improve energy efficiency in CRSNs. In cognitive radio sensor networks (CRSN), battery powered cognitive clients sense a spectrum hole and report the outcomes to a centralized node known as ... See full document
9
Low Complexity Energy-Efficient Collaborative Spectrum Sensing for Cognitive Radio Networks
... an energy efficient CBSS system to strike a stability between the performance and cost ...most energy detection algorithms assume fixed detection threshold to differentiate between the PU signal and ... See full document
80
Analysis of Bio-inspired Scalable Routing Protocol for Cognitive Radio Sensor Networks
... The cognitive radio sensor networks which are the increasing network for the next generation wireless network also perform better in packet delivery ratio, throughput, and end2end delay with proper ... See full document
9
Title: A NOVEL ENERGY EFFICIENT TECHNIQUE FOR COGNITIVE RADIO NETWORKS
... the energy consumption of the SU is ...the energy constraint [5]. Although energy efficiency in cognitive radio networks has gained more attention in the literature of late [6]–[8], the ... See full document
14
A Novel Approach To Energy Efficient Mimo Cognitive Radio Networks
... The system target is to choose the proper time allocation and the transmit precoding matrix for each SU to minimize the total energy consumption of all the SUs while protecting the PUs and ensuring a minimum QoS ... See full document
6
Optimal energy efficient sensing in cooperative cognitive radio networks
... a cognitive radio network (CRN), when the secondary users (SUs) are battery-powered devices, the concept of energy-efficient design is very ...affect energy consumption and throughput ... See full document
10
Energy-efficient spectrum sensing approaches for cognitive radio systems
... the energy consumption and noticeably lessens the system life time; where CRs are battery powered terminals, therefore, research works have focused on designing energy efficient CSS ...for ... See full document
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